Generative Engine Optimization

Optimized for every AI search engine.

PressGEO scores each release against the citation rubrics of ChatGPT, Gemini, Perplexity, Claude, Grok, and Copilot — then polls all six engines and reports back when they actually cite you.

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Optimized for the engines that answer

ChatGPT logoChatGPT
Gemini logoGemini
Perplexity logoPerplexity
Copilot logoCopilot
Claude logoClaude
Grok logoGrok

Why Generative Engine Optimization matters now.

01

Enhances traditional SEO

Schema.org, sitemaps, and feeds stack on top of classic search — you don't trade one for the other.

02

Visibility in AI search

Releases formatted so ChatGPT, Gemini, Perplexity, Copilot, Claude, and Grok can parse and cite them.

03

Aligned to generative algorithms

Answer-first ledes, named entities, FAQ blocks, and an llms.txt file (a plain-text site map written for AI crawlers) — the patterns LLMs reward.

04

Open-web discoverability

Standard feeds (RSS, Atom, JSON), instant-index pings to Bing and others (IndexNow), permanent archives (Wayback, GitHub), and a Bluesky auto-post — every channel that still pulls from feeds.

Per-engine rubric

Six engines. Six different ways to earn a citation.

Generic "optimize for AI" tactics leave citations on the table. PressGEO scores each release on what every engine actually weights and fixes and submits for each.

ChatGPT logo
ChatGPT
OpenAI
Answer-first lede, conversational FAQ-style sub-headers, clean attribution with role + company, and a 3–5 question FAQ block that mirrors user prompts.
Rewrites your lede to answer first; auto-generates an FAQ block from the body; enforces named attribution on every quote.
Gemini logo
Gemini
Google
Schema.org NewsArticle + FAQPage + Speakable, named entities with sameAs links, Organization markup, Google News sitemap eligibility, freshness signals.
Ships NewsArticle, FAQPage, Speakable, and BreadcrumbList JSON-LD; extracts entities + canonical URLs; submits a Google-News-shaped sitemap on publish.
Perplexity logo
Perplexity
Perplexity
Dense numeric specificity (counts, dates, percentages, dollar amounts), named human quotes, outbound citations to primary sources, recency.
Scores numeric density per paragraph; flags vague qualifiers; the rewrite tightens to specific numbers and adds primary-source linking.
Claude logo
Claude
Anthropic
Structured headings, hedged factual language, clear publisher + author identity, plain-language paragraphs without marketing puffery.
Enforces plain-language scoring; strips hype; surfaces publisher + author in markup so Claude's web_search tool can identify the source.
Grok logo
Grok
xAI
Recency, conversational tone in quoted speech, brevity, shareable hooks, and clean indexability for X/Twitter card preview.
Generates Twitter card metadata, summarizes the release into a tweet-shaped hook, and pings IndexNow + WebSub at publish for sub-hour indexing.
Copilot logo
Copilot
Microsoft
NewsArticle completeness, IndexNow-ready freshness, publisher attribution, image alt text, and Bing-indexed company pages.
IndexNow ping on every publish (Bing + Yandex + Naver); per-company newsroom pages; image alt enforcement in the editor.
Citation Monitor

Stop guessing. See who's actually citing you.

After each release publishes, PressGEO fires citation-likely questions at every major AI engine on a schedule and logs every hit, miss, and quoted excerpt back into your dashboard.

  • Polls all six engines on a schedule with citation-likely questions auto-generated from your release.
The PressGEO GEO checklist

Ten rules we enforce on every draft.

Answer-first lede

The first 1–2 sentences directly answer what happened. No throat-clearing — LLMs only quote what's citable.

One claim per paragraph

Each paragraph makes a single claim, backed by a statistic, named source, or quote. Easier for retrieval.

Named human quotes

Every release includes attributed quotes with title and company. LLMs cite quoted speech disproportionately.

Numeric specificity

Concrete dates, percentages, dollar amounts. No 'many' or 'significantly' — vague claims get skipped.

Question sub-headers

Section headers phrased as natural questions match the way users prompt ChatGPT and Perplexity.

FAQ block + schema.org

Every release ends with 3–5 Q&A pairs and ships with NewsArticle + FAQPage JSON-LD on the public page.

The other half

GEO is half the story. The other half is syndication.

RSS, Atom, JSON Feed, Google News sitemap, WebSub, signed webhooks, Wayback archival, GitHub Releases mirror, Bluesky auto-post, per-issuer newsrooms — every open-web channel, on every plan. No journalist spam.

See the syndication engine

PressGEO Research

What does PressGEO Research measure across the six AI engines?

The per-engine rubric isn't theoretical — it's calibrated against real probes logged in our public benchmark. Three numbers from the live monitor and the four questions buyers ask most often when comparing GEO vendors.

7.1%
Overall AI citation rate across 4,329 engine probes, last 30 days
PressGEO Research, rolling 30d to 2026-07-11
11.8%
Top-performing engine: Claude (62 cited responses)
PressGEO Research, rolling 30d to 2026-07-11
1,000
AI crawler fetches on PressGEO release pages in the last 7 days — led by googlebot
PressGEO Research, 7d to 2026-07-11
The signals each engine rewards diverge more than people expect. Optimizing for one well isn't the same as optimizing for all six — the per-engine deltas in our benchmark are why the rubric exists.
PressGEO Research, Engine Coverage TeamBased on 4,329 engine probes across ChatGPT, Gemini, Perplexity, Copilot, Claude, and Grok in the last 30 days.

Frequently asked

How is Generative Engine Optimization different from SEO?
SEO optimizes a page for ranking in a list of blue links. GEO optimizes a page to be cited inside a generated answer. The signals overlap (crawlability, semantic clarity, freshness) but GEO adds answer-first structure, FAQ blocks, named-entity density, llms.txt, and per-engine quirks that don't matter for classic search.
Which engine cites press releases the most reliably?
Perplexity and Gemini lead on per-response citation density because they cite primary sources inline. ChatGPT and Copilot cite less often per response but more when the prompt asks for sources explicitly. The live PressGEO Research dataset at /research/data shows the rolling 30-day breakdown.
Can PressGEO guarantee a citation in ChatGPT?
No service can guarantee an AI citation — engines update indexes on their own schedule. What PressGEO guarantees is that every release ships with the structural elements engines reward (answer-first lede, FAQ block, NewsArticle + FAQPage JSON-LD, llms.txt entry, named quotes, inline sourced stats) and that you'll see every citation the moment it lands.
How long until a new release earns its first AI citation?
Open-web indexing (IndexNow, WebSub, sitemap ping) completes within minutes. AI engines typically re-crawl and re-index over 1–4 weeks. Releases that already have entity overlap with cited topics tend to land earlier.

Methodology, weekly deltas, and the full dataset live on /research and /research/data.

Get cited by the engines that answer.

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